期刊文献+

P2P网贷的信用风险评估研究

下载PDF
导出
摘要 互联网背景下,P2P网贷高速发展,个人信用风险评估尤为重要,但我国还没有建立完善的个人信用评分体系,传统的风险评估方法很难达到满意的效果。本文借鉴以往的相关研究,综合考虑指标体系设置的各项原则,选取了婚姻状况、年龄、工作年限等十项指标,运用Logistic回归模型,通过实证分析,对个人信用风险进行了评估。
作者 刘曼
出处 《时代金融》 2017年第8期44-45,共2页 Times Finance
基金 国家社会科学基金(12CGL031) 教育部留学回归人员科研启动基金 上海市科委软科学重点项目(16692106500)资助
  • 相关文献

参考文献2

二级参考文献14

  • 1周宗放,陈林,唐小我.多维动态信用评估的信用状态空间结构研究[J].系统工程理论与实践,2007,27(4):1-8. 被引量:8
  • 2Thomas L C, Ho J, Scherer W T. Time will tell: behavioural scoring and the dynamics of consumer credit assessment [ J ]. IMA Journal of Management Mathematics, 2001,12 ( 1 ) : 89 - 103.
  • 3Huang C L, Chen M C, Wang C J. Credit scoring with a data mining approach based on support vector machines [ J ]. Expert Systems with Applications, 2007,33 (4) :847 - 856.
  • 4Crook J N, Hamilton R, Thomas L C. The degradation of the scorecard over the business cycle [ J ]. IMA Journal of Mathematics Applied in Business and Industry, 1992 (4) : 111 - 123.
  • 5Zandi M. Incorporating economic information into credit risk underwriting [ M ]. In : Mays E. (Ed.), Credit risk modeling, Glenlake Publishing, Chicago, 1998 : 155 - 168.
  • 6Crook J N, Edelman D B, Thomas L C. Recent development in consumer credit risk assessment [ J ]. European Journal of Operational Research, 2007 (183) :1447 - 1465.
  • 7Thomas L C. A survey of credit and behavioural scoring: Forecasting financial risk of lending to consumers [ J ]. International Journal of Forecasting, 2000(16) :149 - 172.
  • 8Cyert R M, Davidson H J, Thompson G L. Estimation of allowance for doubtful accounts by Markov chains [ J ]. Management Science, 1962 ( 8 ) :287 - 303.
  • 9Narain B. Survival Analysis and the credit granting decision[ M ]. in Credit Scoring and Credit Control ed by Thomas L C, Crook J N, Edelman D B. Oxford University Press, Oxford, 1992 : 109 - 122.
  • 10Hsieh N C. An integrated data mining and behavioral scoring model for analyzing bank customers [ J ]. Expert Systems with Applications, 2004,27(4) : 623 -633.

共引文献37

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部